Work
Experience
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Research Assistant
Norwegian University of Science and Technology (NTNU)
- Extend and maintain the EduRAG system, including its deployment and management on AWS.
- Contribute to research and development on AI-driven educational technology and retrieval-augmented generation.
- Help prepare research proposals and technical documentation, and run experiments for the group's ongoing projects.
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AI & Backend Developer
Sukkur IBA University · Government of Sindh digital projects
- Designed and built an AI complaint-similarity module and managed its deployment on AWS.
- Automated replies to candidate queries for sjp.org.pk with n8n email workflows.
- Core developer on the DEPD (Department of Empowerment of Persons with Disabilities) prototype: verification and validation services, a notification and announcement broadcasting module, and the PostgreSQL schema.
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Visiting Student Researcher
NTNU · Intelligent Systems & Analytics (ISA) Research Group
- Fully funded through the NORPART-CONNECT project; supervised by Dr. Ali Shariq Imran.
- Co-authored an IEEE Access study on self-supervised Swin-B transformers for multi-label chest X-ray classification and saliency quality.
- Led EduRAG, benchmarking five LLM-based RAG pipelines for course-specific question answering (first author, under review).
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Associate Researcher
CRAIB Lab, Sukkur IBA University
- Developed deep learning and computer vision methods for post-flood disaster management (UAV imagery and VQA) on an HEC-funded project, leading to a first-author IEEE Access paper.
- Built NLP models for coarse- and fine-grained hate speech detection, with LIME explanations.
- Built HealthIconIQ, a mobile health app that uses ChatGPT to interpret medical symbols.
- Mentored undergraduate students through lab projects and research.
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Machine Learning Engineer
FasTech Systems
- Built ML features for an AI book-creation platform, a hotel menu recommendation system, and a real-time call sentiment analysis tool.
Other roles
- Sep 2024 – Mar 2025
Course Instructor, Web DevelopmentPITP Program 2024 · Sukkur IBA University - Mar 2024 – Mar 2025
Web DeveloperSukkur IBA University · CRAIB Lab and ICCBM conference websites - Nov 2022 – Sep 2023ResearcherDeepNLP.ai
- Mar 2023 – May 2023Data ScientistCodeClause
Academic
Education
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MS in Computer Science
Sukkur IBA University, Pakistan
CGPA 3.45 / 4.00 · Ranked 1st in MS batch
Thesis ROI-guided vision-language models for lesion description generation. Supervised by Dr. Ghulam Mujtaba Shaikh and Dr. Sher Muhammad Daudpota.
Coursework Advanced NLP · Advanced Machine Learning · Advanced Computer Vision · Research Methodologies · Advanced Analysis of Algorithms · Advanced Cyber Security
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Research Exchange, Computer Science
Norwegian University of Science and Technology (NTNU), Norway
Fully funded through the NORPART-CONNECT project
Supervisor Dr. Ali Shariq Imran
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BS in Computer Science
Sukkur IBA University, Pakistan
Sindh Educational Endowment Fund (SEEF) scholarship
Final project Pediatric wrist abnormality detection with YOLO, later published in Biomedical Signal Processing and Control.
Coursework Machine Learning · Artificial Intelligence · Computer Vision · Parallel & Distributed Computing · Applied Robotics · Design & Analysis of Algorithms
Recognition
Honors & Awards
- NORPART-CONNECT Research ExchangeFully funded research stay at NTNU, Norway2025
- Prime Minister's Youth Laptop SchemeMerit award, Hunarmand Pakistan2025
- 2nd Place, RoboWarUniversity Techfest robotics competitionJun 2023
- Sindh Educational Endowment Fund ScholarshipFour-year undergraduate merit scholarship, Government of Sindh2020
Toolkit
Skills
- Deep learning
- PythonPyTorchCNNsVision TransformersGANsSelf-supervised learningLoRA / PEFT
- Computer vision
- YOLO (v5–v10)Object detectionMedical imagingSaliency mapsLIME / XAI
- Multimodal & VLMs
- Qwen2-VLMedGemmaLLaVA-MedMedFlamingoGPT-4 VisionGemini
- LLMs, RAG & agents
- RAG pipelinesAgentic AIMulti-agent systemsLLM evaluation (RAGAS)GPTLLaMAMistralDeepSeekHugging Face
- Full-stack & cloud
- ReactNode.jsFastAPISupabasePostgreSQLAWSVerceln8n
Learning